AICPA updates confirmation standards for modern audit evidence
AICPA's Auditing Standards Board modernizes external confirmation procedures to reflect evolving audit evidence practices, though specific AI/automation implications remain unclear.
The Wire — Page 6
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Grant Thornton launches proprietary audit platform gtap
Top 10 accounting firm Grant Thornton unveiled gtap, an in-house audit transformation platform designed to modernize audit execution and efficiency.
Optro acquires AI-native SOX automation platform Midship
Optro, the cloud audit and compliance platform (formerly AuditBoard), acquired Midship, an AI-native SOX automation solution, expanding its audit automation capabilities.
AI Hallucinations Pose Rising Risk to Accounting and Audit Work
Trullion examines how AI hallucinations—false confident outputs—threaten accounting teams using AI for document extraction, reconciliation, and testing, highlighting why the stakes are uniquely hig...
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AI challenges audit sampling paradigm with case for 100% transaction testing
Trullion explores how AI and automation are reshaping audit sampling practices, arguing that technology enables comprehensive transaction review instead of traditional statistical sampling methods.
Audit Workpapers Guide Emphasizes Documentation Standards
Trullion publishes practitioner guide on audit workpaper documentation, addressing the role of written records in audit opinions and regulatory scrutiny.
Finance leaders report agentic AI improves decision-making and forecast accuracy
Survey shows global finance leaders see improved decision-making and forecast accuracy from AI, with bigger gains from agentic AI and assurance-ready implementations.
Researchers warn 'human in the loop' AI oversight often masks deeper safety r...
Academic paper critiques overuse of 'human in the loop' framing in AI systems as false safety assurance, raising concerns about bias, accountability, and transparency in deployed decision-making sy...
4 more from arXiv: AI + Accounting
LLM agents audit prompt specifications in multi-agent systems
Academic case study demonstrates iterative agent-driven auditing of prompt specifications in AEGIS, a 7-lane production pipeline, applying structured inspection rigor to LLM orchestration quality a...
Researchers develop auditing framework to measure LLM agent skill impact
Academic paper introduces Counterfactual Trace Auditing to evaluate how skills change LLM agent behavior beyond simple pass/fail metrics, enabling deeper accountability in deployed accounting agents.
Portable authorization standard proposed for autonomous enterprise agents
Research paper proposes digital identity and authorization framework for autonomous agents operating across organizational boundaries, with enterprise accounting use cases including insurance claim...
New Training Method Improves LLM Reliability for Accounting Compliance Tasks
Researchers propose DPA-GRPO, a paired-action training method to make LLMs more reliable for structured accounting workflows like form filling and compliance checking by ensuring outputs are locall...
Wolters Kluwer's CCH Axcess Advisor exits beta, launches publicly
Wolters Kluwer's AI-powered CCH Axcess Advisor exits limited release and becomes available to all accounting firms, expanding access to the agentic tool for audit and advisory work.
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Grant Thornton launches AI-powered audit platform gtap
Grant Thornton rolls out gtap, a proprietary AI-enabled audit infrastructure designed to modernize the firm's audit processes and efficiency.
Panel explores AI's impact on billable hour model in accounting firms
Blake Oliver moderates Black Ore AI Tax Summit panel on May 21 examining how AI transforms advisory roles, compliance work, and the future of time-based billing in accounting.
Pinion cuts first-year audit hours 20–25% using MindBridge AI
Accounting firm Pinion deployed MindBridge's AI platform on a complex first-year review engagement, reducing expected hours by 20–25% while improving client visibility—a concrete case study of AI s...
Framework addresses model drift detection in AI auditing systems
Research paper proposes detection and mitigation framework for model drift in AI systems, relevant to auditing AI-powered accounting tools but lacks accounting-specific case studies or validation.
1 more from HN: Accounting & AI
AI bots struggle to pass Wall Street trading and audit benchmarks
AI agents designed for financial tasks like trading and auditing are failing most real-world Wall Street tests, revealing significant gaps between hype and practical performance.
Internal audit teams must lead AI governance to close oversight gap
AuditBoard argues GRC and internal audit teams are critical to mitigating AI risks and ensuring regulatory compliance as enterprises deploy AI systems.
Grant Thornton debuts gtap, AI-powered audit platform for U.S. practices
Grant Thornton launches gtap, a cloud-based audit platform embedding AI and automation across the audit lifecycle to standardize data ingestion, transformation, and analysis for its U.S. Audit & As...